1 day ago
Faro, Portugal +2 moreStaff+
Responsibilities
- Lead technical discovery and solution design for scalable enterprise AI solutions.
- Design architectures spanning AI agents, orchestration, RAG, Azure services, enterprise knowledge, APIs, and existing platforms.
- Define boundaries between LLM-based capabilities and deterministic application logic.
- Design agent workflows, context management, tool usage, retrieval solutions, and human-in-the-loop controls.
- Address security, identity and access, governance, observability, auditability, and AI evaluation.
- Translate discovery outcomes into architecture, technical scope, and implementation backlogs.
- Lead engineers through delivery with hands-on guidance, code reviews, and support for complex technical decisions.
Requirements
- Commercial experience designing and delivering AI or GenAI solutions in enterprise environments.
- Strong understanding of LLMs, agentic architectures, RAG, and workflow orchestration.
- Hands-on experience building AI solutions and integrating them with application services and APIs.
- Practical knowledge of Microsoft Azure and Azure AI services.
- Strong understanding of software architecture, API design, and enterprise integration patterns.
- Experience combining LLM-based capabilities with deterministic application logic, context engineering, retrieval, structured model outputs, and AI evaluation.
- Understanding of security, identity and access, governance, and human oversight for enterprise AI solutions.
- Proven experience leading technical discovery and solution design while remaining hands-on when needed.
- Strong client-facing communication skills and fluency in English.
- Preferred experience with multi-agent architectures, enterprise RAG and knowledge retrieval, LLMOps/MLOps, systematic AI evaluation, AI guardrails, model routing, infrastructure as code, automated Azure provisioning, and relevant Microsoft Azure or AI certifications.
Benefits
- Career development and opportunities to grow technical skills.
- Full-time position located in Poland.
- Hybrid work arrangement with teams in the office an average of four days per week.
- English-language selection process; applicants should submit a CV in English.
Categories
About VML
VML is a global marketing and advertising agency that designs brand experiences, customer journeys, and commerce programs for large consumer and enterprise brands. It operates in 55+ markets with principal offices including New York, London, and Singapore, and is part of WPP. Notable clients include Ford, Microsoft, Coca‑Cola, and Nestlé, spanning health, retail, and technology sectors.